Parameter Estimation Courses and Certifications

Introduction to Discrete Choice Models

The course introduces the theoretical foundations to choice modeling and describes the steps of operational modeling.

• edX
• 7 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)

Loss Distributions for Actuarial Models

175 ratings at Udemy

Master statistical distributions and actuarial modeling in R Studio, covering loss analysis, reinsurance treaties, parameter estimation, and goodness of fit testing for professional actuarial practice.

• Udemy
• 4 hours 30 minutes
• On-Demand
• Paid Course

Bayesian Statistics: Time Series Analysis

17 ratings at Coursera

Explore time series analysis through Bayesian statistics, covering AR processes and Normal Dynamic Linear Models. Apply concepts using R for practical data analysis and forecasting.

• Coursera
• 19 hours 29 minutes
• On-Demand
• Paid Course

Data Science Fundamentals Part 2: Unit 3

Master statistical modeling and machine learning with Python using real Airbnb data, covering probability, regression, model evaluation, and Scikit-learn implementation.

• Coursera
• 9 hours 16 minutes
• On-Demand
• Paid Course

CIMPA UCR

Comparación de Estimadores Robustos para los Parámetros de una Distribución Beta - Parte 2

Explora estimadores robustos para parámetros de distribución Beta P2 con Roberto C. Duarte en una charla concisa de 18 minutos.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Rapid and Robust Parameter Estimation for Gravitational Wave Observations

Explore rapid parameter estimation techniques for gravitational wave observations, focusing on machine learning approaches like DINGO that use normalizing flows to efficiently analyze data from future detectors.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Computational Challenges in Gravitational Wave Parameter Estimation - IPAM at UCLA

Explore computational challenges in gravitational wave parameter estimation, including novel techniques and future requirements for analyzing compact binary signals in astrophysics.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Gravitational Wave Parameter Estimation with Compressed Likelihood Evaluations

Explore advanced techniques for efficient gravitational wave parameter estimation, focusing on Reduced Order Quadratures (ROQs) to accelerate likelihood evaluations and improve Bayesian inference in GW astronomy.

• YouTube
• 42 minutes
• On-Demand
• Free Video

VinAI

Robust Parameter Estimation in Computer Vision

Explore robust parameter estimation in computer vision, focusing on algorithms for handling outliers in large-scale data and recent developments in the field.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

HyperComplex Seminar

Application of Scattering Parameters to DPL Time-Lag Parameter Estimation Using MEMS Structures

Explore MEMS test structures for DPL model parameter estimation in nanoscale IC materials using scattering parameters and the 2-omega method.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Georgia Water Resources Conference

Chlorophyll Estimation in Lakes Using Multi-Parameter Sonde Data

Discover effective methods for converting chlorophyll fluorometer data to laboratory-extracted concentrations in lake monitoring, focusing on bias correction and environmental factors.

• YouTube
• 13 minutes
• On-Demand
• Free Video

IIT Madras;  NPTEL

Applied Time-Series Analysis

1 review

Learn time-series analysis techniques, including stationarity, correlation functions, ARIMA models, and spectral analysis. Gain practical skills using R for data modeling and analysis across various fields.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Statistics and Introductory Data Analysis

Master statistical concepts and data analysis techniques through real-world business cases, covering descriptive and inferential statistics, probability distributions, and practical applications using statistical software.

• XuetangX
• On-Demand
• Free Online Course

IIT Madras;  NPTEL

Computational Systems Biology

Explore mathematical modeling of biological networks, from network biology to constraint-based approaches, with hands-on computational methods for understanding complex cellular systems.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Probability and Statistics

Master fundamental probability and statistical concepts, from basic axioms to hypothesis testing, with practical applications in engineering, data analysis, and decision-making processes.

• XuetangX
• On-Demand
• Free Online Course